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 Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence, offering intuitive, efficient, and reliable methods for diagnosis, prediction, decision making, classification, troubleshooting, and data mining under uncertainty.... | | Toward Artificial Sapience: Principles and Methods for Wise SystemsThe current attempt to emulate human sapience (wisdom) by artificial means should be a step in the right direction beyond the Artificial/Computational Intelligence and Soft Computing disciplines, but is it warranted? Have humans achieved a level of modeling smart systems that justifies talking about sapience-wisdom?
This book presents... | | Advanced Techniques in Knowledge Discovery and Data MiningData mining and knowledge discovery (DMKD) is a rapidly expanding field in computer science. It has become very important because of an increased demand for methodologies and tools that can help the analysis and understanding of huge amounts of data generated on a daily basis by institutions like hospitals, research laboratories, banks, insurance... |
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| | Variable-length Codes for Data CompressionMost data compression methods that are based on variable-length codes employ the Huffman or Golomb codes. However, there are a large number of less-known codes that have useful properties - such as those containing certain bit patterns, or those that are robust - and these can be useful. This book brings this large set of codes to the attention of... | | Design, Automation, and Test in Europe: The Most Influential Papers of 10 Years DATEThe Design, Automation and Test in Europe (DATE) conference celebrated in 2007 its tenth anniversary. As a tribute to the chip and system-level design and design technology community, this book presents a compilation of the three most influential papers of each year. This provides an excellent historical overview of the evolution of a domain that... |
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| | Guide to Graphics Software Tools (Springer Professional Computing)Current graphics software and hardware combine to allow multiple-level functionality and open up new application areas for scientists of all disciplines, and for computer scientists and engineers in particular. This integrated guide explains and lists readily available and widely used graphics software tools and their applications, while also... | | |
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